Quickfire Heuristics: A Fast Usability Evaluation Framework for Lean Hardware Teams
That device with the single LED that requires you to count blink patterns just to understand system status. The button you must hold for 8 seconds, which also performs four other actions depending on hold duration. These are not accidents of negligence; they are the predictable output of development processes that have no rigorous usability evaluation component. Usability tends to slip through the gaps of standard engineering reviews, surfacing late, when design flexibility is already gone. This article introduces a framework that adapts Jakob Nielsen's Ten Usability Heuristics, for hardware and embedded systems, translating each principle into concrete evaluation questions for physical interfaces, firmware state machines, constrained displays, and cross-layer interactions. Using a smartwatch as the running example, it also introduces a structured session format, maps the framework to key lifecycle stages, and extends it to manufacturing, test, and field service contexts.
Embedded Linux Board Farms 101: The Requirements That Actually Matter
When you keep your embedded Linux boards in a rack or remote lab, the "plug in HDMI" workflow breaks down fast. One bad kernel push and SSH never comes back. This post lays out the core requirements for a real board farm: out-of-band serial console access, remote power cycling, and scripted reimaging so you never need someone on-site who knows Linux. Once those primitives are in place, everyday smart home devices — Tasmota switches, Home Assistant, environmental sensors — become legitimate development tools that bring enterprise lab capabilities to a hobbyist budget. Includes a pre-flight checklist for transitioning from KVM-style access to a fully remote setup, and a preview of the full implementation presented at the Embedded Online Conference in May.
Small Language Models (SLMs): The Future of AI is Smaller, Faster, and Closer to the Edge
AI industry is shifting from a "bigger is better" mentality to a focus on efficiency, localization, and real-world utility. The article argues that the AI industry is pivoting from massive, cloud-bound models toward Small Language Models (SLMs) designed for efficiency, speed, and edge deployment. Driven by the need to overcome cloud-centric hurdles like high latency, bandwidth costs, and privacy risks, SLMs (ranging from 100M to 14B parameters) leverage architectural innovations such as quantization, sparse attention, and high-quality synthetic data to deliver specialized intelligence on local hardware. Rather than replacing large models, SLMs represent a shift toward a hybrid intelligence future where the cloud provides depth while the edge provides real-time, sustainable action, ultimately moving the focus of AI progress from raw parameter count to practical, real-world utility.
Debug, visualize and test embedded C/C++ through instrumentation
Instrumenting a firmware is a highly effective methodology for debugging and testing an embedded softwares. In this article, I will present a way of achieving this using Scrutiny, an open-source software suite developed as a personal initiative, designed to streamline debugging, telemetry, and hardware-in-the-loop (HIL) testing for embedded devices.
Never use Float or Integer
Ada treats numbers as more than just numbers, and that changes how embedded code fails. This post shows why you should avoid using Float and Integer directly, then demonstrates how distinct types, ranges, and subtypes let the compiler catch unit mix-ups and out-of-range values before runtime. It also shows the same code running on a Raspberry Pi Pico, and briefly introduces SPARK for proving correctness.
Monte Carlo Integration
Monte Carlo integration looks deceptively simple, estimate an area by throwing random points at it and counting hits. Jason Sachs uses that idea to approximate pi, compare error scaling, and then show why the same approach becomes far more useful in higher dimensions. He also demonstrates a stratified sampling trick that improves accuracy by spending samples where they matter most.
Can an RTOS be really real-time?
Real-Time Operating Systems are meant for real-time applications. But with conventional shared-state concurrency and blocking, can you honestly know the worst-case execution time of an RTOS thread?
Always-On Intelligence Without the Cloud: Why it matters more than you think
Much of the AI conversation today is still focused on scale: larger models, more data, more compute. Embedded systems live in a different reality, where constraints are unavoidable, and efficiency is the priority. What’s emerging is not a smaller version of cloud AI, but a different approach altogether, the one that values locality, predictability, resilience, and trust. Always-on intelligence without the cloud isn’t just a technical milestone. It’s a change in how we think about where intelligence belongs.
Designing for Humans: Viewing DFM and Industrialization Through the Lens of the Fitts MABA–MABA List
"Operator’s fault" and "Inadequate Training" are the phrases you typically hear when yield loss and stubborn manufacturing issues are discussed. While these factors may play a role, they rarely tell the whole story. This article views DFM and industrialization through the lens of a classic human factors principle; the Fitts MABA-MABA list, and highlights a critical, yet less-discussed factor: the lack of manufacturing-focused human factors considerations in product design. It explores practical examples like Proprioceptive Fatigue and Visual SNR, and shows how lots of chronic manufacturing issues are results of bad upstream design decisions, echoing the fact that in many cases, inspection exists not because it is inherently valuable, but because the design failed to encode correctness directly into the product or process. If you’ve ever wondered why "retraining" never seems to fix a recurring defect, this take on industrialization and manufacturing might explain why.
Stuck with Jira — and Stuckons
Jason Sachs vents about Jira’s quirks and why it still feels stuck despite years of fixes. He walks through concrete pain points: nonstandard markup, relentless notification noise, poor meta-task support, and limited analytics that make day-to-day engineering work harder. To explain why schedules blow up, he introduces a simple kepton model of planons, workons, and stuckons that highlights unexpected work.
Supply Chain Games: What Have We Learned From the Great Semiconductor Shortage of 2021? (Part 2)
Jason Sachs zooms through semiconductor history, fab economics, and the microcomputer era to explain why the 2021 chip shortage unfolded the way it did. He blends technical explainers on photolithography, yields, and node migration with business lessons about risky multi-year fab investments and cyclic demand. Engineers get historical case studies and practical signals to watch when designing products for greater supply resilience.
Lost Secrets of the H-Bridge, Part V: Gate Drives for Dummies
Learn the most important issues in power MOSFET and IGBT gate drives: - Transistor behavior during switching - Calculating turn-on and turn-off times - Passive components used between gate drive IC and transistor - Reverse recovery - Capacitively-coupled spurious turn-on - Factors that influence a good choice of turn-on and turn-off times - Gate drive supply voltage management - Bootstrap gate drives - Design issues impacting reliability
Debug, visualize and test embedded C/C++ through instrumentation
Instrumenting a firmware is a highly effective methodology for debugging and testing an embedded softwares. In this article, I will present a way of achieving this using Scrutiny, an open-source software suite developed as a personal initiative, designed to streamline debugging, telemetry, and hardware-in-the-loop (HIL) testing for embedded devices.
++i and i++ : what’s the difference?
Although the ++ and -- operators are well known, there are facets of their operation and implementation that are less familiar to many developers.
Development of the MOS Technology 6502: A Historical Perspective
A tiny team at MOS Technology pulled off one of the most influential microprocessor wins of the 1970s, creating the 6502 by marrying clever circuit choices with pragmatic manufacturing techniques. This excerpt by Jason Sachs focuses on the NMOS depletion-load process, mask and layout workflows, and yield-improving tricks like Micralign projection lithography and spot-knocking, showing how engineering and process decisions made a low-cost CPU ubiquitous.
Supply Chain Games: What Have We Learned From the Great Semiconductor Shortage of 2021? (Part 3)
Jason Sachs pulls back the curtain on Moore's Law and the foundry business to explain why the semiconductor shortage exposed brittle economics. He traces how roadmaps, depreciation schedules, and node mix force foundries to juggle expensive new fabs and mature capacity, and shows why leading-edge nodes punch above their volume share in revenue. Engineers get practical insight into how capacity and timing decisions ripple through the supply chain.
Chebyshev Approximation and How It Can Help You Save Money, Win Friends, and Influence People
Are expensive math libraries or huge lookup tables eating CPU and flash on your microcontroller? In this practical guide Jason Sachs shows how Chebyshev polynomial approximation (with range reduction, splitting, and small interpolated tables) can give near-minimax accuracy while using far less code and runtime. The post compares Taylor series, plain and interpolated tables, and explains how to fit empirical sensor data and evaluate coefficients efficiently.
Cracking the (embedded) Coding Interview
Landing your first embedded job is thrilling, but surviving months of interviews is brutal. This post condenses one engineer’s recent experience into a pragmatic playbook, covering behavioral prep, targeted coding practice, and the embedded theory you actually get asked about. Read it for a focused roadmap: what to study, which platforms to use, and how to present yourself so interviewers root for you.
Creating a Hardware Abstraction Layer (HAL) in C
In my last post, C to C++: Using Abstract Interfaces to Create Hardware Abstraction Layers (HAL), I discussed how vital hardware abstraction layers are and how to use a C++ abstract interface to create them. You may be thinking, that’s great for C++, but I work in C! How do I create a HAL that can easily swap in and out different drivers? In today’s post, I will walk through exactly how to do that while using the I2C bus as an example.
Finite State Machines (FSM) in Embedded Systems (Part 1) - There's a State in This Machine!
An introduction to state machines and their implementation. Working from an intuitive definition of the state machine concept, we will start with a straightforward implementation then we evolve it into a more robust and engineered solution.
Introduction to Microcontrollers - Beginnings
Mike Silva's beginner tutorial series walks through core microcontroller concepts and practical steps to get started, from wiring an LED blinky to understanding startup code. He compares embedded and desktop programming, explains why C and assembly matter, and introduces AVR and STM32 Cortex-M3 toolchains and hardware. Expect clear examples, no-nonsense tool advice, and the essential hardware knowledge to move from simulator to a real board.
Analyzing the Linker Map file with a little help from the ELF and the DWARF
Running out of Flash or RAM is a familiar pain for firmware engineers, and the linker map only tells part of the story. This post shows how to combine the linker MAP with ELF symbol tables and DWARF debug info to recover static symbols, sizes, and source files that the map omits. It also describes a C# WinForms viewer that automates the parsing with binutils and helps you spot module and symbol-level memory waste.
VHDL tutorial - A practical example - part 3 - VHDL testbench
Gene Breniman walks a complete VHDL testbench workflow for a CPLD-based data acquisition engine, from Xilinx ISE testbench generation to stimulus processes. He shows clock and SPI gating, a simulated ADC data generator tied to ADC_LRCK and ADC_BCK, and how simulation revealed a timing bug in the nvSRAM header that was then fixed in the VHDL. Practical and hands-on for verification work.
MSP430 Launchpad Tutorial - Part 2 - Interrupts and timers
Interrupts let the MSP430 respond to events without wasting CPU time, and this tutorial walks through using TimerA and Port 1 interrupts on the LaunchPad. Enrico shows how to configure TACTL, CCR0 and CCTL0 to generate a periodic TimerA interrupt, and how to set up P1IE, P1IES and P1IFG to catch a button press. The code toggles LEDs and enters LPM0 while waiting for interrupts.
How FPGAs work, and why you'll buy one
Yossi Kreinin argues that FPGAs are no longer just programmable gate arrays, they are becoming a mainstream programmable acceleration and I/O platform. The article explains how modern FPGAs pair a sea of LUTs and switch boxes with DSP slices, RAMs, and hard CPUs to deliver massive parallelism, deterministic timing, and surprising energy efficiency, and it includes a readable Verilog convolution example to show how this works in practice.
Chebyshev Approximation and How It Can Help You Save Money, Win Friends, and Influence People
Are expensive math libraries or huge lookup tables eating CPU and flash on your microcontroller? In this practical guide Jason Sachs shows how Chebyshev polynomial approximation (with range reduction, splitting, and small interpolated tables) can give near-minimax accuracy while using far less code and runtime. The post compares Taylor series, plain and interpolated tables, and explains how to fit empirical sensor data and evaluate coefficients efficiently.
MSP430 LaunchPad Tutorial - Part 4 - UART Transmission
Want to stream sensor or debug data from an MSP430 LaunchPad to a PC or Bluetooth module? Enrico swaps in an MSP430G2553 and shows how to configure SMCLK, P1 pin multiplexing, and UCA0 baud/dividers (with modulation) to approximate 115200 baud. The post also walks through interrupt-driven RX/TX handling and a low-power wait loop that sends a "Hello World" reply on demand.
How to Read a Power MOSFET Datasheet
Jason Sachs takes a soapbox to stop a recurring mistake: misreading power MOSFET datasheets. This practical guide separates marketing blurbs and typical graphs from the specifications you can actually rely on, and explains how to use RDS(on), VGS, gate charge, SOA and thermal data in real designs. Read this before you pick a MOSFET or size a gate driver.
Understanding and Preventing Overflow (I Had Too Much to Add Last Night)
Integer overflow is stealthier than you think, and in embedded systems it can break control loops or corrupt data. Jason Sachs walks through the usual culprits, including addition, subtraction, multiplication, shifting and Q15 fixed-point traps, plus C-specific pitfalls such as undefined signed overflow and INT_MIN edge cases. He then lays out practical defenses: prefer fixed-width types, widen and saturate intermediates, enable wraparound where appropriate, and reason about modular congruence for compound arithmetic.
MSP430 Launchpad Tutorial - Part 1 - Basics
A working button-driven LED on the MSP430 LaunchPad is only a few steps away. Enrico Garante walks through creating a CCS project, setting P1.0 as the LED output and enabling P1.3 button interrupts, then shows the interrupt service routine that toggles the LED. The short tutorial covers stopping the watchdog, configuring P1DIR/P1OUT, clearing flags, and launching the code so you can get blinking quickly.
The Embedded Systems Summit - Risk Free Early Bird
The inaugural Embedded Systems Summit runs October 14-16, 2025 in Silicon Valley, limited to just 70 seats to keep things intentionally intimate. Day one is a full-day Zephyr Bootcamp, followed by two days of talks and workshops focused on real-world embedded challenges. Early Bird registration comes with a flexible cancellation policy to reduce risk and help you secure discounted hotel space. Lock your seat before the Early Bird window closes.
The Embedded Systems Summit 2025 - Registration are now open!
Registration is open for the inaugural Embedded Systems Summit 2025, happening October 14–16 at the Sonesta Silicon Valley. Stephane Boucher and Jacob Beningo put together a small, in-person event focused on hands-on Zephyr training and compact conference sessions to boost embedded careers. Expect a full-day Zephyr Developer Bootcamp, two days of technical talks on RTOS, tooling, and testing, and only 70 seats with an early-bird discount.
Call for Speakers: Inaugural Embedded Systems Summit
A new, practical in-person event for embedded engineers lands in Silicon Valley this October. Stephane Boucher and Jacob are inviting hands-on, engineer-to-engineer talks for the inaugural Embedded Systems Summit, October 14-16, 2025, with emphasis on RTOS, AI, bare-metal, IoT, edge computing, security, tooling, and firmware architecture. Submit session proposals focused on lessons learned, debugging war stories, and reproducible design patterns by August 8, 2025.
The Inaugural Embedded Systems Summit is Coming to Silicon Valley!
Stephane Boucher and Jacob Beningo are launching the first Embedded Systems Summit, an in-person, engineer-run conference in Silicon Valley from October 14 to 16, 2025. Expect practical, hands-on sessions and familiar speakers from the Embedded Online Conference. Passes are limited, so read on to learn why this event could be a high-impact investment in your embedded engineering career.
2025 Embedded Online Conference: Your Guide to This Year's Schedule
Stephane Boucher lays out a clear day-by-day guide to the 2025 Embedded Online Conference, highlighting keynotes, live workshops, and new features. The post explains the new track-based group Q&A format moderated by Jacob Beningo, early release of sponsored talks on May 9, and an attendee-only Discord for networking and follow-ups. Use this guide to plan which sessions and panels to prioritize.
2024 Embedded Online Conference's Schedule
Packed with live workshops, keynotes, and dozens of on-demand talks, the 2024 Embedded Online Conference hands you a full week of embedded-systems learning. Most theatre talks and microtalks drop early on April 26 to let you binge ahead, while major workshops and keynotes run live on Zoom with multiple 20-minute Q&A sessions. Use the schedule to add sessions to your agenda and expect occasional last-minute changes.
EOC 2024 - I Will Attend Giveaways!
Win serious test gear by helping spread the word about the Embedded Online Conference, invites Stephane. Share the provided image on LinkedIn with #EOC2024 and #embeddedsystems by April 29 to enter raffles for gear like a LulzBot Mini 2, Saleae Logic Pro 8, Joulescope JS220, and a DSC-5300 oscilloscope. It only takes a few minutes to qualify.
Call for Bloggers!
Are you passionate about embedded systems? Do you have valuable insights, tips, or stories to share with the embedded community? Do you want to reach a large and engaged audience of embedded enthusiasts and professionals? We are currently looking at adding a few more inspired writers to our team of bloggers.
Get Involved: Contribute Quiz Questions for the Embedded Systems Community for a Chance to Win a LAP-C Pro!
Submit a Quiz Question for a chance to win a Zeroplus Lac-C Pro!
Free Sessions @ the 2023 Embedded Online Conference
The 2023 Embedded Online Conference has pre-released 37 theatre talks and demos you can watch for free today by creating an account and skipping payment. Stephane Boucher walks through the free sessions and the paid portion of the weeklong program, highlighting live Q&A, hands-on workshops, and keynote talks across April 24–28. Add sessions to your agenda and check the schedule daily for last-minute changes.
